The development of highly selective reaction systems utilizing catalysts has become increasingly important in addressing environmental concerns and advancing renewable energy technologies. In the realm of academia, chemistry plays a pivotal role in this endeavor, as it provides the fundamental understanding and tools necessary to design and optimize catalytic processes for various applications in renewable energy. This is particularly relevant in the synthesis of fine chemicals and pharmaceuticals, where precise control over reaction pathways is essential to ensure product purity and minimize by-products. Among the various catalysts studied, metal/heteroatom-doped carbon catalysts have gained attention in the conversion of carbohydrates into fuel and chemicals due to their exceptional physicochemical properties. These catalysts possess a high specific surface area, well-developed pore capacity, excellent electrical and thermal conductivity, and chemical inertness. Adding electronegative heteroatoms to a carbon matrix can increase electron density and influence the material's reactivity and ability to interact with other molecules. Besides, adjusting the relationship between reactive metal and heteroatoms improves catalytic stability by preventing leaching, sintering, and agglomeration. The inclusion of heteroatoms can enhance reaction efficiency by creating additional locations for reactant adsorption or activation.